 Deep Weight Factorization: Sparse Learning Through the Lens of Artificial SymmetriesInternational Conference on Learning Representations (ICLR), 2025 |
 Hard-Thresholding Meets Evolution Strategies in Reinforcement LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 |
 OTOV2: Automatic, Generic, User-FriendlyInternational Conference on Learning Representations (ICLR), 2023 |
 The Contextual Lasso: Sparse Linear Models via Deep Neural NetworksNeural Information Processing Systems (NeurIPS), 2023 |
 Unsupervised Detection of Contextualized Embedding Bias with Application
to IdeologyInternational Conference on Machine Learning (ICML), 2022 |
 Training Structured Neural Networks Through Manifold Identification and
Variance ReductionInternational Conference on Learning Representations (ICLR), 2021 |
 Only Train Once: A One-Shot Neural Network Training And Pruning
FrameworkNeural Information Processing Systems (NeurIPS), 2021 |
